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chicago_sdoh

Chicago Socio-Economic Determinants of Health

  • Chi-SDOH.dbf: attribute data (k=65)
  • Chi-SDOH.shp: polygon shape file (n=791)
  • Chi-SDOH.shx: spatial index
  • Chi-SDOH.prj: projection information
  • Chi-SDOH_q.gal: spatial weights - queen contiguity
  • Chi-SDOH_k6s.gal: spatial weights - symmetric k-nearest neighbors (k=6)
  • Chi-SDOH_k10tri.kwt: triangular kernel weights, adaptive bandwidth, k=10

Source: Kolak et al. (2020). Quantification of neighborhood-level social determinants of health in the continental United States. JAMA Network Open 3(1): e1919928

See also Anselin (2024). An Introduction to Spatial Data Science with GeoDa. Volume 1, Exploring Spatial Data. Boca Raton: CRC Press/Chapman & Hall, Chapter 1.

Variable Description

ID: unique identifier

OBJECTID: unique census tract identifier (same as ID)

TRACTCE10: tract FIPS code

geoid10: complete GEO ID code

commarea: community area code

Shape_Leng: perimeter

Shape_Area: area

PDENS14: population density (2014)

CarC14P: percent commuting by car (2014)

CAR: indicator variable more than 50 percent car commute

NOCAR: indicator variable less than 50 percent car commute

CTA14P: percent public transit commuter (2014)

CTA: indicator variable more than 50 percent public transit commute

CmTm14: average commute time (in minutes, 2014)

Undr514P: percent young children (under 5, 2014)

Wht14P: percent White (2014)

WHT50PCT: original White indicator variable

Wht: new White indicator variable (>= 50 percent)

Blk14P: percent Black (2014)

BLCK50PCT: original Black indicator variable

Blk: new Black indicator variable (>=50 percent)

Hisp14P: percent Hispanic (2014)

HISP50PCT: original Hispanic indicator variable

Hisp: new Hispanic indicator variable (>= 50 percent)

Pop2014: population count (2014)

MEANMI_14: supermarket cost distance in miles (2014)

FACHANGE: change in distance 2014-07 (positive is closer)

PCCRIMERT15: property crime rate (2015)

VCRIMERT15: violent crime rate (2015)

COI_ct: childhood opportunity index

HIS_ct: economic hardship index

YEARS_LOST: years of life lost

YPLL_rate: premature mortality rate

ForclRt: foreclosure rate (2014)

EP_MUNIT: percent multi-unit housing (2014)

EP_GROUPQ: institutionalized population (2014)

SSWS2USE: streetsmart walkscore

SchHP_MI: distance to high performance school (2012)

BrownF_MI: distance to nearest brownfield I(2012)

MEANMI_07: supermarket cost distance in miles (2007)

MEANMI_11: supermarket cost distance in miles (2011)

EP_MINRTY: percent minority (2014)

Ovr6514P: percent population over 65 (2014)

EP_AGE17: percent children and youth < 18 (2014)

EP_DISABL: percent with disability (2014)

EP_NOHSDP: percent without high school (2014)

EP_LIMENG: percent with limited English proficiency (2014)

EP_SNGPNT: percent single parent households (2014)

Pov14: percent living in poverty (2014)

PerCap1: per capita income (2014)

Unemp14 unemployment rate (2014)

EP_UNINSUR: percent uninsured (2014)

EP_CROWD: percent crowded housing (2014)

EP_NOVEH: percent households without a vehicle (2014)

ChildPvt14: percent children in poverty (2014)

HealthLit: health literacy index (2014)

FORCLRISK: foreclosure risk (2011)

COORD_X: x_coord (km)

COORD_Y: y_coord (km)

C_X: x_coord (m)

C_Y: y_coord (m)

districtno: district code

district: district name

region: region name

regionno: region code

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sample data sets for use in spreg notebooks

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